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20
MCP http

FastDrop Video Classifier

horizonindustry/fastdrop

Classify raw video footage into editor-ready roles (Hook, A-Roll, B-Roll, Screen Recording, VO, Blooper) with confidence scores, suggested filenames, and folder paths. Also runs technical diagnostics (codec, resolution, VFR, health score), extracts keyframe thumbnails, generates perceptual-hash fingerprints for duplicate detection, detects clip candidates, transcribes and translates audio in 50+ languages with SRT/TXT output, and searches a batch of videos by transcript using keyword, semantic, or hybrid matching. Batch up to 50 videos per call. Processing is asynchronous, but the status tools wait for the job rather than sampling it — one call usually returns a finished result, so agents don't spend turns polling. Readiness checks answer inline in the same call. Requires a FastDrop API key sent as an X-API-Key header; the free tier includes 100 credits and needs no card.

Watch this dependency Share evidence report
Uptime
0.0%
5 direct probes · 30d
Response
1441ms
last probe
Tools
—
not inspected yet
Resources
0
readable
Prompts
0
available
Primary URL
https://developers.fastdrop.io/guides/mcp-setup
Score: 20/100
Our probe could not complete the MCP handshake.
fail Answers the MCP handshake 10/50
initialize returned HTTP 404: init HTTP 404.
How to earn +40 points
Return a valid initialize result
POST a JSON-RPC server/discover to the primary URL yourself (2026-07-28: stateless, with _meta and the Mcp-Method header); it must answer 200 with the supported versions, capabilities and serverInfo. Servers on earlier revisions answer initialize with protocolVersion, capabilities and serverInfo.
Docs →
n/a Lists tools, resources or prompts 0/30
Not scored: a catalogue only counts once the handshake succeeds.
n/a 3 or more catalogue items 0/10
Not scored: a catalogue only counts once the handshake succeeds.
pass Describes itself 10/10
884 characters; more than 30 earns these points.

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://developers.fastdrop.io/guides/mcp-setup

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "fastdrop_video_classifier": {
      "url": "https://developers.fastdrop.io/guides/mcp-setup",
      "transport": "http"
    }
  }
}